Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 129647 |
| Missing cells | 185379 |
| Missing cells (%) | 7.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.8 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 6 |
|---|---|
| Categorical | 5 |
| Text | 6 |
| Unsupported | 1 |
| DateTime | 2 |
Fiscal_Year has constant value "" | Constant |
CheckVoidDt has constant value "" | Constant |
ObjectId is highly overall correlated with Budget_Type and 1 other fields | High correlation |
InvoiceID is highly overall correlated with CheckID | High correlation |
InvoiceAmt is highly overall correlated with DistributionAmt and 1 other fields | High correlation |
DistributionAmt is highly overall correlated with InvoiceAmt | High correlation |
CheckID is highly overall correlated with InvoiceID | High correlation |
CheckAmt is highly overall correlated with InvoiceAmt | High correlation |
Budget_Type is highly overall correlated with ObjectId and 1 other fields | High correlation |
Agency_Name is highly overall correlated with ObjectId and 1 other fields | High correlation |
Budget_Type is highly imbalanced (62.3%) | Imbalance |
Category is highly imbalanced (61.1%) | Imbalance |
DepartmentName has 10013 (7.7%) missing values | Missing |
Sub_DepartmentName has 45703 (35.3%) missing values | Missing |
Stimulus_Type has 129647 (100.0%) missing values | Missing |
InvoiceAmt is highly skewed (γ1 = 47.65706828) | Skewed |
DistributionAmt is highly skewed (γ1 = 110.28375) | Skewed |
CheckAmt is highly skewed (γ1 = 20.69431244) | Skewed |
ObjectId is uniformly distributed | Uniform |
ObjectId has unique values | Unique |
Stimulus_Type is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-12-31 13:38:21.150927 |
|---|---|
| Analysis finished | 2023-12-31 13:38:38.993595 |
| Duration | 17.84 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
ObjectId
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 129647 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64824 |
| Minimum | 1 |
|---|---|
| Maximum | 129647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6483.3 |
| Q1 | 32412.5 |
| median | 64824 |
| Q3 | 97235.5 |
| 95-th percentile | 123164.7 |
| Maximum | 129647 |
| Range | 129646 |
| Interquartile range (IQR) | 64823 |
Descriptive statistics
| Standard deviation | 37426.01 |
|---|---|
| Coefficient of variation (CV) | 0.57734804 |
| Kurtosis | -1.2 |
| Mean | 64824 |
| Median Absolute Deviation (MAD) | 32412 |
| Skewness | 0 |
| Sum | 8.4042371 × 109 |
| Variance | 1.4007062 × 109 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 86427 | 1 | < 0.1% |
| 86440 | 1 | < 0.1% |
| 86439 | 1 | < 0.1% |
| 86438 | 1 | < 0.1% |
| 86437 | 1 | < 0.1% |
| 86436 | 1 | < 0.1% |
| 86435 | 1 | < 0.1% |
| 86434 | 1 | < 0.1% |
| 86433 | 1 | < 0.1% |
| Other values (129637) | 129637 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 129647 | 1 | |
| 129646 | 1 | |
| 129645 | 1 | |
| 129644 | 1 | |
| 129643 | 1 | |
| 129642 | 1 | |
| 129641 | 1 | |
| 129640 | 1 | |
| 129639 | 1 | |
| 129638 | 1 |
Fiscal_Year
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| 2008 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 518588 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2008 |
|---|---|
| 2nd row | 2008 |
| 3rd row | 2008 |
| 4th row | 2008 |
| 5th row | 2008 |
Common Values
| Value | Count | Frequency (%) |
| 2008 | 129647 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2008 | 129647 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 259294 | |
| 2 | 129647 | |
| 8 | 129647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 518588 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 259294 | |
| 2 | 129647 | |
| 8 | 129647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 518588 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 259294 | |
| 2 | 129647 | |
| 8 | 129647 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 518588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 259294 | |
| 2 | 129647 | |
| 8 | 129647 |
Budget_Type
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| Metro Government Operations | |
|---|---|
| Metro Government Capital | 9480 |
Length
| Max length | 27 |
|---|---|
| Median length | 27 |
| Mean length | 26.780635 |
| Min length | 24 |
Characters and Unicode
| Total characters | 3472029 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Metro Government Capital |
|---|---|
| 2nd row | Metro Government Capital |
| 3rd row | Metro Government Capital |
| 4th row | Metro Government Capital |
| 5th row | Metro Government Capital |
Common Values
| Value | Count | Frequency (%) |
| Metro Government Operations | 120167 | |
| Metro Government Capital | 9480 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| metro | 129647 | |
| government | 129647 | |
| operations | 120167 | |
| capital | 9480 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 509108 | |
| t | 388941 | |
| n | 379461 | |
| r | 379461 | |
| o | 379461 | |
| 259294 | 7.5% | |
| a | 139127 | 4.0% |
| p | 129647 | 3.7% |
| i | 129647 | 3.7% |
| M | 129647 | 3.7% |
| Other values (7) | 648235 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2823794 | |
| Uppercase Letter | 388941 | 11.2% |
| Space Separator | 259294 | 7.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 509108 | |
| t | 388941 | |
| n | 379461 | |
| r | 379461 | |
| o | 379461 | |
| a | 139127 | 4.9% |
| p | 129647 | 4.6% |
| i | 129647 | 4.6% |
| m | 129647 | 4.6% |
| v | 129647 | 4.6% |
| Other values (2) | 129647 | 4.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 129647 | |
| G | 129647 | |
| O | 120167 | |
| C | 9480 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 259294 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3212735 | |
| Common | 259294 | 7.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 509108 | |
| t | 388941 | |
| n | 379461 | |
| r | 379461 | |
| o | 379461 | |
| a | 139127 | 4.3% |
| p | 129647 | 4.0% |
| i | 129647 | 4.0% |
| M | 129647 | 4.0% |
| m | 129647 | 4.0% |
| Other values (6) | 518588 |
Common
| Value | Count | Frequency (%) |
| 259294 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3472029 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 509108 | |
| t | 388941 | |
| n | 379461 | |
| r | 379461 | |
| o | 379461 | |
| 259294 | 7.5% | |
| a | 139127 | 4.0% |
| p | 129647 | 3.7% |
| i | 129647 | 3.7% |
| M | 129647 | 3.7% |
| Other values (7) | 648235 |
Agency_Name
Categorical
HIGH CORRELATION 
| Distinct | 30 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| Related Agencies | |
|---|---|
| Public Works & Assets Department | |
| Public Protection Department | |
| Parks & Recreation | |
| Housing & Family Services | |
| Other values (25) |
Length
| Max length | 37 |
|---|---|
| Median length | 29 |
| Mean length | 22.128372 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2868877 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Waterfront Development Corp |
|---|---|
| 2nd row | Waterfront Development Corp |
| 3rd row | Waterfront Development Corp |
| 4th row | Waterfront Development Corp |
| 5th row | Waterfront Development Corp |
Common Values
| Value | Count | Frequency (%) |
| Related Agencies | 25738 | |
| Public Works & Assets Department | 21290 | |
| Public Protection Department | 15976 | |
| Parks & Recreation | 14046 | |
| Housing & Family Services | 12589 | |
| Elected Officials | 8397 | 6.5% |
| Metro Police | 8117 | 6.3% |
| Public Health & Wellness | 7401 | 5.7% |
| Economic Development | 3564 | 2.7% |
| Neighborhoods Department | 2700 | 2.1% |
| Other values (20) | 9829 | 7.6% |
Length
| Value | Count | Frequency (%) |
| 58273 | ||
| public | 44667 | 11.1% |
| department | 43429 | 10.8% |
| related | 25738 | 6.4% |
| agencies | 25738 | 6.4% |
| works | 21290 | 5.3% |
| assets | 21290 | 5.3% |
| protection | 15976 | 4.0% |
| parks | 14046 | 3.5% |
| recreation | 14046 | 3.5% |
| Other values (46) | 116440 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 368393 | 12.8% |
| 271286 | 9.5% | |
| t | 214331 | 7.5% |
| s | 185564 | 6.5% |
| i | 177886 | 6.2% |
| c | 153553 | 5.4% |
| r | 140648 | 4.9% |
| l | 140218 | 4.9% |
| n | 136550 | 4.8% |
| a | 132807 | 4.6% |
| Other values (35) | 947641 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2196350 | |
| Uppercase Letter | 342297 | 11.9% |
| Space Separator | 271286 | 9.5% |
| Other Punctuation | 58944 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 368393 | |
| t | 214331 | |
| s | 185564 | |
| i | 177886 | |
| c | 153553 | 7.0% |
| r | 140648 | 6.4% |
| l | 140218 | 6.4% |
| n | 136550 | 6.2% |
| a | 132807 | 6.0% |
| o | 130318 | 5.9% |
| Other values (11) | 416082 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 82976 | |
| D | 47221 | |
| A | 47178 | |
| R | 43199 | |
| W | 28905 | 8.4% |
| H | 21470 | 6.3% |
| S | 14270 | 4.2% |
| F | 12724 | 3.7% |
| E | 12138 | 3.5% |
| M | 12029 | 3.5% |
| Other values (10) | 20187 | 5.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 58063 | |
| ' | 533 | 0.9% |
| / | 348 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 271286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2538647 | |
| Common | 330230 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 368393 | |
| t | 214331 | 8.4% |
| s | 185564 | 7.3% |
| i | 177886 | 7.0% |
| c | 153553 | 6.0% |
| r | 140648 | 5.5% |
| l | 140218 | 5.5% |
| n | 136550 | 5.4% |
| a | 132807 | 5.2% |
| o | 130318 | 5.1% |
| Other values (31) | 758379 |
Common
| Value | Count | Frequency (%) |
| 271286 | ||
| & | 58063 | 17.6% |
| ' | 533 | 0.2% |
| / | 348 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2868877 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 368393 | 12.8% |
| 271286 | 9.5% | |
| t | 214331 | 7.5% |
| s | 185564 | 6.5% |
| i | 177886 | 6.2% |
| c | 153553 | 5.4% |
| r | 140648 | 4.9% |
| l | 140218 | 4.9% |
| n | 136550 | 4.8% |
| a | 132807 | 4.6% |
| Other values (35) | 947641 |
Sub_Agency_Name
Text
| Distinct | 580 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
Length
| Max length | 81 |
|---|---|
| Median length | 66 |
| Mean length | 21.244178 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2754244 |
|---|---|
| Distinct characters | 72 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 125 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Belle Capital Improvements |
|---|---|
| 2nd row | Belle Capital Improvements |
| 3rd row | Belle Capital Improvements |
| 4th row | Belle Capital Improvements |
| 5th row | Belle Capital Improvements |
| Value | Count | Frequency (%) |
| 31531 | 9.1% | |
| services | 16453 | 4.7% |
| division | 14589 | 4.2% |
| facilities | 13338 | 3.8% |
| fleet | 13321 | 3.8% |
| louisville | 13040 | 3.8% |
| library | 10272 | 3.0% |
| metro | 8380 | 2.4% |
| zoo | 8153 | 2.3% |
| operations | 7528 | 2.2% |
| Other values (1012) | 210835 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 276398 | 10.0% |
| e | 273408 | 9.9% |
| 217793 | 7.9% | |
| o | 185323 | 6.7% |
| t | 183723 | 6.7% |
| n | 169949 | 6.2% |
| r | 168732 | 6.1% |
| a | 147685 | 5.4% |
| s | 147394 | 5.4% |
| l | 112343 | 4.1% |
| Other values (62) | 871496 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2128120 | |
| Uppercase Letter | 344852 | 12.5% |
| Space Separator | 217793 | 7.9% |
| Other Punctuation | 40829 | 1.5% |
| Decimal Number | 17424 | 0.6% |
| Dash Punctuation | 5104 | 0.2% |
| Open Punctuation | 61 | < 0.1% |
| Close Punctuation | 61 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 276398 | |
| e | 273408 | |
| o | 185323 | |
| t | 183723 | |
| n | 169949 | |
| r | 168732 | |
| a | 147685 | 6.9% |
| s | 147394 | 6.9% |
| l | 112343 | 5.3% |
| c | 89526 | 4.2% |
| Other values (16) | 373639 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 42345 | |
| S | 35332 | |
| D | 33570 | |
| P | 28725 | 8.3% |
| M | 27034 | 7.8% |
| L | 25420 | 7.4% |
| C | 19183 | 5.6% |
| A | 18892 | 5.5% |
| E | 16846 | 4.9% |
| O | 16099 | 4.7% |
| Other values (16) | 81406 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5834 | |
| 1 | 4254 | |
| 2 | 3110 | |
| 8 | 2367 | |
| 4 | 715 | 4.1% |
| 6 | 391 | 2.2% |
| 7 | 354 | 2.0% |
| 5 | 321 | 1.8% |
| 9 | 48 | 0.3% |
| 3 | 30 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 31445 | |
| / | 3763 | 9.2% |
| , | 3166 | 7.8% |
| ' | 1822 | 4.5% |
| . | 623 | 1.5% |
| ? | 10 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 217793 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5104 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 61 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 61 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2472972 | |
| Common | 281272 | 10.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 276398 | 11.2% |
| e | 273408 | 11.1% |
| o | 185323 | 7.5% |
| t | 183723 | 7.4% |
| n | 169949 | 6.9% |
| r | 168732 | 6.8% |
| a | 147685 | 6.0% |
| s | 147394 | 6.0% |
| l | 112343 | 4.5% |
| c | 89526 | 3.6% |
| Other values (42) | 718491 |
Common
| Value | Count | Frequency (%) |
| 217793 | ||
| & | 31445 | 11.2% |
| 0 | 5834 | 2.1% |
| - | 5104 | 1.8% |
| 1 | 4254 | 1.5% |
| / | 3763 | 1.3% |
| , | 3166 | 1.1% |
| 2 | 3110 | 1.1% |
| 8 | 2367 | 0.8% |
| ' | 1822 | 0.6% |
| Other values (10) | 2614 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2754244 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 276398 | 10.0% |
| e | 273408 | 9.9% |
| 217793 | 7.9% | |
| o | 185323 | 6.7% |
| t | 183723 | 6.7% |
| n | 169949 | 6.2% |
| r | 168732 | 6.1% |
| a | 147685 | 5.4% |
| s | 147394 | 5.4% |
| l | 112343 | 4.1% |
| Other values (62) | 871496 |
DepartmentName
Text
MISSING 
| Distinct | 251 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 10013 |
| Missing (%) | 7.7% |
| Memory size | 1013.0 KiB |
Length
| Max length | 50 |
|---|---|
| Median length | 35 |
| Mean length | 17.826772 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2132688 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Metro Council Operations |
|---|---|
| 2nd row | Metro Council Operations |
| 3rd row | Metro Council Operations |
| 4th row | Metro Council Operations |
| 5th row | Metro Council Operations |
| Value | Count | Frequency (%) |
| services | 20784 | 7.6% |
| 13186 | 4.8% | |
| administration | 9077 | 3.3% |
| facilities | 8895 | 3.2% |
| management | 8840 | 3.2% |
| finance | 8056 | 2.9% |
| maintenance | 7283 | 2.7% |
| collection | 6654 | 2.4% |
| fleet | 5934 | 2.2% |
| of | 5799 | 2.1% |
| Other values (319) | 180223 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 216847 | 10.2% |
| i | 206035 | 9.7% |
| n | 185302 | 8.7% |
| 155097 | 7.3% | |
| t | 138946 | 6.5% |
| a | 132516 | 6.2% |
| o | 114461 | 5.4% |
| r | 113779 | 5.3% |
| s | 109314 | 5.1% |
| c | 96252 | 4.5% |
| Other values (58) | 664139 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1678982 | |
| Uppercase Letter | 269562 | 12.6% |
| Space Separator | 155097 | 7.3% |
| Other Punctuation | 18835 | 0.9% |
| Decimal Number | 7992 | 0.4% |
| Open Punctuation | 1095 | 0.1% |
| Close Punctuation | 1095 | 0.1% |
| Dash Punctuation | 30 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 216847 | |
| i | 206035 | |
| n | 185302 | |
| t | 138946 | |
| a | 132516 | |
| o | 114461 | |
| r | 113779 | 6.8% |
| s | 109314 | 6.5% |
| c | 96252 | 5.7% |
| l | 79875 | 4.8% |
| Other values (16) | 285655 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 32838 | |
| S | 32814 | |
| A | 28766 | |
| C | 23207 | 8.6% |
| P | 19303 | 7.2% |
| M | 18998 | 7.0% |
| O | 14987 | 5.6% |
| B | 14333 | 5.3% |
| R | 12609 | 4.7% |
| D | 11674 | 4.3% |
| Other values (14) | 60033 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3474 | |
| 9 | 1182 | 14.8% |
| 2 | 1003 | 12.6% |
| 0 | 910 | 11.4% |
| 3 | 533 | 6.7% |
| 5 | 301 | 3.8% |
| 4 | 212 | 2.7% |
| 6 | 210 | 2.6% |
| 8 | 90 | 1.1% |
| 7 | 77 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 13186 | |
| ' | 2704 | 14.4% |
| / | 2294 | 12.2% |
| , | 651 | 3.5% |
Space Separator
| Value | Count | Frequency (%) |
| 155097 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1095 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1095 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1948544 | |
| Common | 184144 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 216847 | 11.1% |
| i | 206035 | 10.6% |
| n | 185302 | 9.5% |
| t | 138946 | 7.1% |
| a | 132516 | 6.8% |
| o | 114461 | 5.9% |
| r | 113779 | 5.8% |
| s | 109314 | 5.6% |
| c | 96252 | 4.9% |
| l | 79875 | 4.1% |
| Other values (40) | 555217 |
Common
| Value | Count | Frequency (%) |
| 155097 | ||
| & | 13186 | 7.2% |
| 1 | 3474 | 1.9% |
| ' | 2704 | 1.5% |
| / | 2294 | 1.2% |
| 9 | 1182 | 0.6% |
| ( | 1095 | 0.6% |
| ) | 1095 | 0.6% |
| 2 | 1003 | 0.5% |
| 0 | 910 | 0.5% |
| Other values (8) | 2104 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2132688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 216847 | 10.2% |
| i | 206035 | 9.7% |
| n | 185302 | 8.7% |
| 155097 | 7.3% | |
| t | 138946 | 6.5% |
| a | 132516 | 6.2% |
| o | 114461 | 5.4% |
| r | 113779 | 5.3% |
| s | 109314 | 5.1% |
| c | 96252 | 4.5% |
| Other values (58) | 664139 |
MISSING 
| Distinct | 394 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 45703 |
| Missing (%) | 35.3% |
| Memory size | 1013.0 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 34 |
| Mean length | 17.905878 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1503091 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | DOH Administration |
|---|---|
| 2nd row | DOH Administration |
| 3rd row | DOH Administration |
| 4th row | DOH Administration |
| 5th row | DOH Administration |
| Value | Count | Frequency (%) |
| services | 16867 | 9.2% |
| management | 12208 | 6.6% |
| 11123 | 6.0% | |
| facilities | 8891 | 4.8% |
| maintenance | 6669 | 3.6% |
| operations | 6112 | 3.3% |
| fleet | 5934 | 3.2% |
| administration | 4705 | 2.6% |
| library | 3429 | 1.9% |
| materials | 3266 | 1.8% |
| Other values (554) | 105113 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 172740 | 11.5% |
| i | 142579 | 9.5% |
| n | 127650 | 8.5% |
| a | 114062 | 7.6% |
| t | 106232 | 7.1% |
| 100373 | 6.7% | |
| r | 93154 | 6.2% |
| s | 74456 | 5.0% |
| o | 63938 | 4.3% |
| c | 60468 | 4.0% |
| Other values (56) | 447439 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1197265 | |
| Uppercase Letter | 190049 | 12.6% |
| Space Separator | 100373 | 6.7% |
| Other Punctuation | 14673 | 1.0% |
| Dash Punctuation | 384 | < 0.1% |
| Open Punctuation | 126 | < 0.1% |
| Close Punctuation | 115 | < 0.1% |
| Decimal Number | 106 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 172740 | |
| i | 142579 | |
| n | 127650 | |
| a | 114062 | |
| t | 106232 | |
| r | 93154 | |
| s | 74456 | 6.2% |
| o | 63938 | 5.3% |
| c | 60468 | 5.1% |
| l | 52801 | 4.4% |
| Other values (16) | 189185 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 31874 | |
| M | 26330 | |
| F | 20076 | |
| A | 15285 | |
| P | 14306 | |
| C | 12787 | 6.7% |
| O | 10788 | 5.7% |
| D | 9198 | 4.8% |
| B | 7934 | 4.2% |
| I | 7308 | 3.8% |
| Other values (15) | 34163 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 7 | 36 | |
| 3 | 15 | 14.2% |
| 4 | 5 | 4.7% |
| 1 | 4 | 3.8% |
| 6 | 1 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 10673 | |
| / | 2757 | 18.8% |
| ' | 735 | 5.0% |
| . | 256 | 1.7% |
| , | 252 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 100373 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 384 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 126 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 115 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1387314 | |
| Common | 115777 | 7.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 172740 | |
| i | 142579 | 10.3% |
| n | 127650 | 9.2% |
| a | 114062 | 8.2% |
| t | 106232 | 7.7% |
| r | 93154 | 6.7% |
| s | 74456 | 5.4% |
| o | 63938 | 4.6% |
| c | 60468 | 4.4% |
| l | 52801 | 3.8% |
| Other values (41) | 379234 |
Common
| Value | Count | Frequency (%) |
| 100373 | ||
| & | 10673 | 9.2% |
| / | 2757 | 2.4% |
| ' | 735 | 0.6% |
| - | 384 | 0.3% |
| . | 256 | 0.2% |
| , | 252 | 0.2% |
| ( | 126 | 0.1% |
| ) | 115 | 0.1% |
| 0 | 45 | < 0.1% |
| Other values (5) | 61 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1503091 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 172740 | 11.5% |
| i | 142579 | 9.5% |
| n | 127650 | 8.5% |
| a | 114062 | 7.6% |
| t | 106232 | 7.1% |
| 100373 | 6.7% | |
| r | 93154 | 6.2% |
| s | 74456 | 5.0% |
| o | 63938 | 4.3% |
| c | 60468 | 4.0% |
| Other values (56) | 447439 |
Category
Categorical
IMBALANCE 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| Contractual Services | |
|---|---|
| Supplies | |
| Equipment/Capital Outlay | 1729 |
| Interdepartment Charges | 1431 |
| Other Expenses | 295 |
| Other values (3) | 202 |
Length
| Max length | 24 |
|---|---|
| Median length | 20 |
| Mean length | 15.499047 |
| Min length | 8 |
Characters and Unicode
| Total characters | 2009405 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Contractual Services |
|---|---|
| 2nd row | Contractual Services |
| 3rd row | Contractual Services |
| 4th row | Contractual Services |
| 5th row | Contractual Services |
Common Values
| Value | Count | Frequency (%) |
| Contractual Services | 76627 | |
| Supplies | 49363 | |
| Equipment/Capital Outlay | 1729 | 1.3% |
| Interdepartment Charges | 1431 | 1.1% |
| Other Expenses | 295 | 0.2% |
| Personal Services | 199 | 0.2% |
| Restricted | 2 | < 0.1% |
| Interagency Charges | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| services | 76826 | |
| contractual | 76627 | |
| supplies | 49363 | |
| equipment/capital | 1729 | 0.8% |
| outlay | 1729 | 0.8% |
| charges | 1432 | 0.7% |
| interdepartment | 1431 | 0.7% |
| other | 295 | 0.1% |
| expenses | 295 | 0.1% |
| personal | 199 | 0.1% |
| Other values (2) | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 211559 | |
| t | 163034 | 8.1% |
| a | 161504 | 8.0% |
| r | 158244 | 7.9% |
| c | 153456 | 7.6% |
| i | 129649 | 6.5% |
| l | 129647 | 6.5% |
| u | 129448 | 6.4% |
| s | 128412 | 6.4% |
| S | 126189 | 6.3% |
| Other values (19) | 518263 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1715736 | |
| Uppercase Letter | 211658 | 10.5% |
| Space Separator | 80282 | 4.0% |
| Other Punctuation | 1729 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 211559 | |
| t | 163034 | |
| a | 161504 | |
| r | 158244 | |
| c | 153456 | |
| i | 129649 | |
| l | 129647 | |
| u | 129448 | |
| s | 128412 | |
| p | 103910 | |
| Other values (10) | 246873 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 126189 | |
| C | 79788 | |
| E | 2024 | 1.0% |
| O | 2024 | 1.0% |
| I | 1432 | 0.7% |
| P | 199 | 0.1% |
| R | 2 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 80282 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1729 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1927394 | |
| Common | 82011 | 4.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 211559 | |
| t | 163034 | 8.5% |
| a | 161504 | 8.4% |
| r | 158244 | 8.2% |
| c | 153456 | 8.0% |
| i | 129649 | 6.7% |
| l | 129647 | 6.7% |
| u | 129448 | 6.7% |
| s | 128412 | 6.7% |
| S | 126189 | 6.5% |
| Other values (17) | 436252 |
Common
| Value | Count | Frequency (%) |
| 80282 | ||
| / | 1729 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2009405 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 211559 | |
| t | 163034 | 8.1% |
| a | 161504 | 8.0% |
| r | 158244 | 7.9% |
| c | 153456 | 7.6% |
| i | 129649 | 6.5% |
| l | 129647 | 6.5% |
| u | 129448 | 6.4% |
| s | 128412 | 6.4% |
| S | 126189 | 6.3% |
| Other values (19) | 518263 |
Sub_Category
Text
| Distinct | 315 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
Length
| Max length | 48 |
|---|---|
| Median length | 37 |
| Mean length | 22.821808 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2958779 |
|---|---|
| Distinct characters | 64 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Payments to Contractors |
|---|---|
| 2nd row | Payments to Contractors |
| 3rd row | Payments to Contractors |
| 4th row | Payments to Contractors |
| 5th row | Payments to Contractors |
| Value | Count | Frequency (%) |
| services | 38688 | 11.2% |
| supplies | 33848 | 9.8% |
| grant | 10974 | 3.2% |
| office | 10321 | 3.0% |
| 9691 | 2.8% | |
| travel | 9521 | 2.8% |
| community | 8412 | 2.4% |
| payments | 7853 | 2.3% |
| automotive | 7789 | 2.3% |
| equipment | 6975 | 2.0% |
| Other values (400) | 200964 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 303232 | 10.2% |
| i | 246091 | 8.3% |
| 215389 | 7.3% | |
| s | 191725 | 6.5% |
| n | 183711 | 6.2% |
| t | 166618 | 5.6% |
| r | 165075 | 5.6% |
| a | 157124 | 5.3% |
| o | 155660 | 5.3% |
| l | 134884 | 4.6% |
| Other values (54) | 1039270 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2349791 | |
| Uppercase Letter | 351449 | 11.9% |
| Space Separator | 215389 | 7.3% |
| Other Punctuation | 39736 | 1.3% |
| Decimal Number | 1340 | < 0.1% |
| Dash Punctuation | 384 | < 0.1% |
| Open Punctuation | 345 | < 0.1% |
| Close Punctuation | 345 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 303232 | |
| i | 246091 | |
| s | 191725 | 8.2% |
| n | 183711 | 7.8% |
| t | 166618 | 7.1% |
| r | 165075 | 7.0% |
| a | 157124 | 6.7% |
| o | 155660 | 6.6% |
| l | 134884 | 5.7% |
| c | 122918 | 5.2% |
| Other values (16) | 522753 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 78540 | |
| C | 37641 | |
| P | 29086 | 8.3% |
| A | 26198 | 7.5% |
| T | 24255 | 6.9% |
| E | 24231 | 6.9% |
| R | 18869 | 5.4% |
| O | 18362 | 5.2% |
| M | 16887 | 4.8% |
| G | 13558 | 3.9% |
| Other values (11) | 63822 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 790 | |
| 0 | 175 | 13.1% |
| 1 | 144 | 10.7% |
| 4 | 60 | 4.5% |
| 3 | 44 | 3.3% |
| 8 | 28 | 2.1% |
| 9 | 26 | 1.9% |
| 7 | 25 | 1.9% |
| 5 | 24 | 1.8% |
| 6 | 24 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24624 | |
| & | 9691 | 24.4% |
| , | 5421 | 13.6% |
Space Separator
| Value | Count | Frequency (%) |
| 215389 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 384 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 345 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 345 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2701240 | |
| Common | 257539 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 303232 | 11.2% |
| i | 246091 | 9.1% |
| s | 191725 | 7.1% |
| n | 183711 | 6.8% |
| t | 166618 | 6.2% |
| r | 165075 | 6.1% |
| a | 157124 | 5.8% |
| o | 155660 | 5.8% |
| l | 134884 | 5.0% |
| c | 122918 | 4.6% |
| Other values (37) | 874202 |
Common
| Value | Count | Frequency (%) |
| 215389 | ||
| / | 24624 | 9.6% |
| & | 9691 | 3.8% |
| , | 5421 | 2.1% |
| 2 | 790 | 0.3% |
| - | 384 | 0.1% |
| ( | 345 | 0.1% |
| ) | 345 | 0.1% |
| 0 | 175 | 0.1% |
| 1 | 144 | 0.1% |
| Other values (7) | 231 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2958779 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 303232 | 10.2% |
| i | 246091 | 8.3% |
| 215389 | 7.3% | |
| s | 191725 | 6.5% |
| n | 183711 | 6.2% |
| t | 166618 | 5.6% |
| r | 165075 | 5.6% |
| a | 157124 | 5.3% |
| o | 155660 | 5.3% |
| l | 134884 | 4.6% |
| Other values (54) | 1039270 |
Stimulus_Type
Unsupported
MISSING  REJECTED  UNSUPPORTED 
| Missing | 129647 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 1013.0 KiB |
Funding_Source
Text
| Distinct | 88 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
Length
| Max length | 63 |
|---|---|
| Median length | 12 |
| Mean length | 13.83887 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1794168 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Capital Project Fund |
|---|---|
| 2nd row | Capital Project Fund |
| 3rd row | Capital Project Fund |
| 4th row | Capital Project Fund |
| 5th row | Capital Project Fund |
| Value | Count | Frequency (%) |
| fund | 105809 | |
| general | 101610 | |
| federally | 6333 | 2.2% |
| funded | 6333 | 2.2% |
| thru | 5565 | 1.9% |
| federal | 5408 | 1.8% |
| pass | 5369 | 1.8% |
| other | 5276 | 1.8% |
| 2007 | 3259 | 1.1% |
| year | 2857 | 1.0% |
| Other values (145) | 45983 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 259484 | |
| n | 231733 | |
| 164155 | ||
| r | 137707 | |
| a | 137142 | |
| d | 136527 | |
| l | 128949 | |
| F | 126711 | |
| u | 125558 | |
| G | 105025 | |
| Other values (56) | 241177 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1296377 | |
| Uppercase Letter | 305851 | 17.0% |
| Space Separator | 164155 | 9.1% |
| Decimal Number | 26998 | 1.5% |
| Connector Punctuation | 561 | < 0.1% |
| Other Punctuation | 119 | < 0.1% |
| Open Punctuation | 53 | < 0.1% |
| Close Punctuation | 53 | < 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 259484 | |
| n | 231733 | |
| r | 137707 | |
| a | 137142 | |
| d | 136527 | |
| l | 128949 | |
| u | 125558 | |
| t | 25910 | 2.0% |
| i | 19705 | 1.5% |
| s | 18503 | 1.4% |
| Other values (14) | 75159 | 5.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 126711 | |
| G | 105025 | |
| P | 9988 | 3.3% |
| C | 9736 | 3.2% |
| O | 8916 | 2.9% |
| A | 7939 | 2.6% |
| T | 5661 | 1.9% |
| H | 4612 | 1.5% |
| S | 4503 | 1.5% |
| Y | 3750 | 1.2% |
| Other values (13) | 19010 | 6.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12318 | |
| 2 | 6737 | |
| 7 | 3326 | 12.3% |
| 4 | 818 | 3.0% |
| 3 | 771 | 2.9% |
| 5 | 767 | 2.8% |
| 6 | 742 | 2.7% |
| 1 | 644 | 2.4% |
| 8 | 541 | 2.0% |
| 9 | 334 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 89 | |
| ' | 24 | 20.2% |
| & | 5 | 4.2% |
| . | 1 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 164155 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 561 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 53 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 53 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1602228 | |
| Common | 191940 | 10.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 259484 | |
| n | 231733 | |
| r | 137707 | |
| a | 137142 | |
| d | 136527 | |
| l | 128949 | |
| F | 126711 | |
| u | 125558 | |
| G | 105025 | |
| t | 25910 | 1.6% |
| Other values (37) | 187482 |
Common
| Value | Count | Frequency (%) |
| 164155 | ||
| 0 | 12318 | 6.4% |
| 2 | 6737 | 3.5% |
| 7 | 3326 | 1.7% |
| 4 | 818 | 0.4% |
| 3 | 771 | 0.4% |
| 5 | 767 | 0.4% |
| 6 | 742 | 0.4% |
| 1 | 644 | 0.3% |
| _ | 561 | 0.3% |
| Other values (9) | 1101 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1794168 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 259484 | |
| n | 231733 | |
| 164155 | ||
| r | 137707 | |
| a | 137142 | |
| d | 136527 | |
| l | 128949 | |
| F | 126711 | |
| u | 125558 | |
| G | 105025 | |
| Other values (56) | 241177 |
Vendor_Name
Text
| Distinct | 10689 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
Length
| Max length | 107 |
|---|---|
| Median length | 62 |
| Mean length | 21.116216 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2737654 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3981 ? |
|---|---|
| Unique (%) | 3.1% |
Sample
| 1st row | BERGER INC |
|---|---|
| 2nd row | CED INC |
| 3rd row | DINE COMPANY |
| 4th row | DIVERSIFIED SHEET METAL INC |
| 5th row | MARINE INDUSTRIES CORPORATION |
| Value | Count | Frequency (%) |
| inc | 52349 | 12.0% |
| 14548 | 3.3% | |
| co | 7522 | 1.7% |
| of | 6207 | 1.4% |
| group | 6125 | 1.4% |
| officemax | 6073 | 1.4% |
| aramark | 5795 | 1.3% |
| company | 5608 | 1.3% |
| uniform | 5317 | 1.2% |
| career | 5298 | 1.2% |
| Other values (9545) | 319964 |
Most occurring characters
| Value | Count | Frequency (%) |
| 305159 | 11.1% | |
| E | 240996 | 8.8% |
| A | 215908 | 7.9% |
| R | 201106 | 7.3% |
| I | 200840 | 7.3% |
| N | 195502 | 7.1% |
| C | 171116 | 6.3% |
| O | 157356 | 5.7% |
| S | 143952 | 5.3% |
| L | 135465 | 4.9% |
| Other values (40) | 770254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2407963 | |
| Space Separator | 305159 | 11.1% |
| Other Punctuation | 21255 | 0.8% |
| Decimal Number | 1721 | 0.1% |
| Dash Punctuation | 1120 | < 0.1% |
| Close Punctuation | 216 | < 0.1% |
| Open Punctuation | 216 | < 0.1% |
| Connector Punctuation | 2 | < 0.1% |
| Math Symbol | 1 | < 0.1% |
| Modifier Symbol | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 240996 | 10.0% |
| A | 215908 | 9.0% |
| R | 201106 | 8.4% |
| I | 200840 | 8.3% |
| N | 195502 | 8.1% |
| C | 171116 | 7.1% |
| O | 157356 | 6.5% |
| S | 143952 | 6.0% |
| L | 135465 | 5.6% |
| T | 130516 | 5.4% |
| Other values (16) | 615206 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 305 | |
| 2 | 290 | |
| 0 | 279 | |
| 1 | 247 | |
| 3 | 176 | |
| 9 | 139 | |
| 7 | 89 | 5.2% |
| 5 | 68 | 4.0% |
| 8 | 65 | 3.8% |
| 6 | 63 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 19342 | |
| . | 838 | 3.9% |
| / | 441 | 2.1% |
| ' | 320 | 1.5% |
| # | 310 | 1.5% |
| * | 3 | < 0.1% |
| ! | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 305159 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1120 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 216 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 216 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2407963 | |
| Common | 329691 | 12.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 240996 | 10.0% |
| A | 215908 | 9.0% |
| R | 201106 | 8.4% |
| I | 200840 | 8.3% |
| N | 195502 | 8.1% |
| C | 171116 | 7.1% |
| O | 157356 | 6.5% |
| S | 143952 | 6.0% |
| L | 135465 | 5.6% |
| T | 130516 | 5.4% |
| Other values (16) | 615206 |
Common
| Value | Count | Frequency (%) |
| 305159 | ||
| & | 19342 | 5.9% |
| - | 1120 | 0.3% |
| . | 838 | 0.3% |
| / | 441 | 0.1% |
| ' | 320 | 0.1% |
| # | 310 | 0.1% |
| 4 | 305 | 0.1% |
| 2 | 290 | 0.1% |
| 0 | 279 | 0.1% |
| Other values (14) | 1287 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2737654 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 305159 | 11.1% | |
| E | 240996 | 8.8% |
| A | 215908 | 7.9% |
| R | 201106 | 7.3% |
| I | 200840 | 7.3% |
| N | 195502 | 7.1% |
| C | 171116 | 6.3% |
| O | 157356 | 5.7% |
| S | 143952 | 5.3% |
| L | 135465 | 4.9% |
| Other values (40) | 770254 |
InvoiceID
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 111589 |
|---|---|
| Distinct (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 637760.8 |
| Minimum | 563638 |
|---|---|
| Maximum | 708943 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | 563638 |
|---|---|
| 5-th percentile | 579427.3 |
| Q1 | 605478.5 |
| median | 637444 |
| Q3 | 670010.5 |
| 95-th percentile | 696517.4 |
| Maximum | 708943 |
| Range | 145305 |
| Interquartile range (IQR) | 64532 |
Descriptive statistics
| Standard deviation | 37506.141 |
|---|---|
| Coefficient of variation (CV) | 0.058809103 |
| Kurtosis | -1.1756835 |
| Mean | 637760.8 |
| Median Absolute Deviation (MAD) | 32264 |
| Skewness | 0.012801063 |
| Sum | 8.2683774 × 1010 |
| Variance | 1.4067106 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 673400 | 76 | 0.1% |
| 638608 | 76 | 0.1% |
| 608539 | 69 | 0.1% |
| 622870 | 65 | 0.1% |
| 641713 | 65 | 0.1% |
| 651907 | 65 | 0.1% |
| 663047 | 65 | 0.1% |
| 594748 | 62 | < 0.1% |
| 597775 | 61 | < 0.1% |
| 685077 | 60 | < 0.1% |
| Other values (111579) | 128983 |
| Value | Count | Frequency (%) |
| 563638 | 1 | |
| 567776 | 1 | |
| 567780 | 1 | |
| 567781 | 1 | |
| 567782 | 1 | |
| 567783 | 1 | |
| 567784 | 1 | |
| 567785 | 1 | |
| 567786 | 1 | |
| 567787 | 1 |
| Value | Count | Frequency (%) |
| 708943 | 1 | < 0.1% |
| 707170 | 1 | < 0.1% |
| 707071 | 1 | < 0.1% |
| 706799 | 1 | < 0.1% |
| 706798 | 1 | < 0.1% |
| 706759 | 1 | < 0.1% |
| 706651 | 1 | < 0.1% |
| 706649 | 3 | |
| 706646 | 1 | < 0.1% |
| 706644 | 1 | < 0.1% |
InvoiceDt
Date
| Distinct | 781 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| Minimum | 2003-01-07 05:00:00+00:00 |
|---|---|
| Maximum | 2008-07-18 03:59:59+00:00 |
InvoiceAmt
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 38055 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3750.9798 |
| Minimum | -56235.36 |
|---|---|
| Maximum | 5000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1095 |
| Negative (%) | 0.8% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | -56235.36 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 50 |
| median | 164.47 |
| Q3 | 662.5 |
| 95-th percentile | 9250 |
| Maximum | 5000000 |
| Range | 5056235.4 |
| Interquartile range (IQR) | 612.5 |
Descriptive statistics
| Standard deviation | 32691.635 |
|---|---|
| Coefficient of variation (CV) | 8.7154921 |
| Kurtosis | 5150.0186 |
| Mean | 3750.9798 |
| Median Absolute Deviation (MAD) | 144.47 |
| Skewness | 47.657068 |
| Sum | 4.8627327 × 108 |
| Variance | 1.068743 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 2760 | 2.1% |
| 130 | 1300 | 1.0% |
| 25 | 1156 | 0.9% |
| 50 | 1018 | 0.8% |
| 15 | 905 | 0.7% |
| 100 | 856 | 0.7% |
| 20 | 811 | 0.6% |
| 40 | 690 | 0.5% |
| 14.2 | 655 | 0.5% |
| 150 | 641 | 0.5% |
| Other values (38045) | 118847 |
| Value | Count | Frequency (%) |
| -56235.36 | 1 | |
| -28512.14 | 1 | |
| -11101.2 | 1 | |
| -9158.66 | 1 | |
| -6874.26 | 1 | |
| -6508.16 | 1 | |
| -5148 | 1 | |
| -4203.59 | 1 | |
| -4120.5 | 1 | |
| -3747.91 | 1 |
| Value | Count | Frequency (%) |
| 5000000 | 1 | < 0.1% |
| 2538043 | 2 | |
| 2035700 | 1 | < 0.1% |
| 1596051.52 | 1 | < 0.1% |
| 1381943 | 1 | < 0.1% |
| 1378305 | 2 | |
| 1140037 | 2 | |
| 1091653.32 | 2 | |
| 1043127 | 1 | < 0.1% |
| 947187.01 | 3 |
DistributionAmt
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 42543 |
|---|---|
| Distinct (%) | 32.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1887.847 |
| Minimum | -131156.92 |
|---|---|
| Maximum | 5000000 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 1704 |
| Negative (%) | 1.3% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | -131156.92 |
|---|---|
| 5-th percentile | 5.023 |
| Q1 | 36 |
| median | 125 |
| Q3 | 476.955 |
| 95-th percentile | 4684 |
| Maximum | 5000000 |
| Range | 5131156.9 |
| Interquartile range (IQR) | 440.955 |
Descriptive statistics
| Standard deviation | 22126.235 |
|---|---|
| Coefficient of variation (CV) | 11.720354 |
| Kurtosis | 21360.233 |
| Mean | 1887.847 |
| Median Absolute Deviation (MAD) | 110 |
| Skewness | 110.28375 |
| Sum | 2.447537 × 108 |
| Variance | 4.8957028 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 2856 | 2.2% |
| 130 | 1293 | 1.0% |
| 25 | 1187 | 0.9% |
| 15 | 1069 | 0.8% |
| 50 | 1044 | 0.8% |
| 100 | 912 | 0.7% |
| 20 | 860 | 0.7% |
| 40 | 708 | 0.5% |
| 150 | 681 | 0.5% |
| 35 | 676 | 0.5% |
| Other values (42533) | 118361 |
| Value | Count | Frequency (%) |
| -131156.92 | 1 | |
| -110468.7 | 1 | |
| -109947.76 | 1 | |
| -81774.08 | 1 | |
| -56235.36 | 1 | |
| -50575 | 1 | |
| -44867.5 | 1 | |
| -42327.45 | 1 | |
| -33455.39 | 1 | |
| -31125.34 | 1 |
| Value | Count | Frequency (%) |
| 5000000 | 1 | |
| 2035700 | 1 | |
| 1596051.52 | 1 | |
| 1422811 | 1 | |
| 1381943 | 1 | |
| 1115232 | 1 | |
| 1100000 | 1 | |
| 1043127 | 1 | |
| 1000000 | 1 | |
| 779362.38 | 1 |
CheckID
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 54641 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 327410.33 |
| Minimum | 291142 |
|---|---|
| Maximum | 445951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | 291142 |
|---|---|
| 5-th percentile | 297929 |
| Q1 | 310301.5 |
| median | 327597 |
| Q3 | 343413.5 |
| 95-th percentile | 357892 |
| Maximum | 445951 |
| Range | 154809 |
| Interquartile range (IQR) | 33112 |
Descriptive statistics
| Standard deviation | 19187.618 |
|---|---|
| Coefficient of variation (CV) | 0.058604191 |
| Kurtosis | -1.0990116 |
| Mean | 327410.33 |
| Median Absolute Deviation (MAD) | 16522 |
| Skewness | 0.043037533 |
| Sum | 4.2447767 × 1010 |
| Variance | 3.6816467 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 326327 | 347 | 0.3% |
| 306051 | 247 | 0.2% |
| 306423 | 228 | 0.2% |
| 302896 | 194 | 0.1% |
| 323123 | 150 | 0.1% |
| 351080 | 139 | 0.1% |
| 324545 | 136 | 0.1% |
| 307984 | 133 | 0.1% |
| 346579 | 133 | 0.1% |
| 354223 | 131 | 0.1% |
| Other values (54631) | 127809 |
| Value | Count | Frequency (%) |
| 291142 | 2 | |
| 291145 | 1 | |
| 291146 | 1 | |
| 291155 | 1 | |
| 291159 | 1 | |
| 291163 | 1 | |
| 291167 | 1 | |
| 291177 | 1 | |
| 291181 | 1 | |
| 291183 | 1 |
| Value | Count | Frequency (%) |
| 445951 | 1 | |
| 435745 | 1 | |
| 430959 | 2 | |
| 426021 | 2 | |
| 422260 | 1 | |
| 420189 | 1 | |
| 415041 | 1 | |
| 409644 | 1 | |
| 407728 | 1 | |
| 405618 | 1 |
CheckDt
Date
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| Minimum | 2007-07-03 03:59:59+00:00 |
|---|---|
| Maximum | 2009-09-14 03:59:59+00:00 |
CheckAmt
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 24799 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 8 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10333.631 |
| Minimum | 0.4 |
|---|---|
| Maximum | 5000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1013.0 KiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 28.75 |
| Q1 | 211.22 |
| median | 1000 |
| Q3 | 3925 |
| 95-th percentile | 41707.58 |
| Maximum | 5000000 |
| Range | 4999999.6 |
| Interquartile range (IQR) | 3713.78 |
Descriptive statistics
| Standard deviation | 53537.916 |
|---|---|
| Coefficient of variation (CV) | 5.1809395 |
| Kurtosis | 901.37365 |
| Mean | 10333.631 |
| Median Absolute Deviation (MAD) | 908.48 |
| Skewness | 20.694312 |
| Sum | 1.3396416 × 109 |
| Variance | 2.8663085 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 2488 | 1.9% |
| 130 | 1200 | 0.9% |
| 15 | 801 | 0.6% |
| 100 | 577 | 0.4% |
| 10 | 479 | 0.4% |
| 200 | 467 | 0.4% |
| 50 | 440 | 0.3% |
| 140 | 433 | 0.3% |
| 30896.02 | 347 | 0.3% |
| 150 | 331 | 0.3% |
| Other values (24789) | 122076 |
| Value | Count | Frequency (%) |
| 0.4 | 2 | < 0.1% |
| 0.8 | 6 | |
| 0.84 | 1 | < 0.1% |
| 0.86 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.2 | 10 | |
| 1.25 | 1 | < 0.1% |
| 1.28 | 1 | < 0.1% |
| 1.35 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5000000 | 1 | < 0.1% |
| 2538043 | 2 | < 0.1% |
| 2035700 | 1 | < 0.1% |
| 1596051.52 | 1 | < 0.1% |
| 1381943 | 1 | < 0.1% |
| 1378305 | 2 | < 0.1% |
| 1158251 | 56 | |
| 1140037 | 2 | < 0.1% |
| 1130982.01 | 6 | < 0.1% |
| 1111240 | 54 |
CheckVoidDt
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1013.0 KiB |
| 1900/01/01 05:00:00+00 |
|---|
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Characters and Unicode
| Total characters | 2852234 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1900/01/01 05:00:00+00 |
|---|---|
| 2nd row | 1900/01/01 05:00:00+00 |
| 3rd row | 1900/01/01 05:00:00+00 |
| 4th row | 1900/01/01 05:00:00+00 |
| 5th row | 1900/01/01 05:00:00+00 |
Common Values
| Value | Count | Frequency (%) |
| 1900/01/01 05:00:00+00 | 129647 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1900/01/01 | 129647 | |
| 05:00:00+00 | 129647 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1426117 | |
| 1 | 388941 | 13.6% |
| / | 259294 | 9.1% |
| : | 259294 | 9.1% |
| 9 | 129647 | 4.5% |
| 129647 | 4.5% | |
| 5 | 129647 | 4.5% |
| + | 129647 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2074352 | |
| Other Punctuation | 518588 | 18.2% |
| Space Separator | 129647 | 4.5% |
| Math Symbol | 129647 | 4.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1426117 | |
| 1 | 388941 | 18.8% |
| 9 | 129647 | 6.2% |
| 5 | 129647 | 6.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 259294 | |
| : | 259294 |
Space Separator
| Value | Count | Frequency (%) |
| 129647 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 129647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2852234 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1426117 | |
| 1 | 388941 | 13.6% |
| / | 259294 | 9.1% |
| : | 259294 | 9.1% |
| 9 | 129647 | 4.5% |
| 129647 | 4.5% | |
| 5 | 129647 | 4.5% |
| + | 129647 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2852234 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1426117 | |
| 1 | 388941 | 13.6% |
| / | 259294 | 9.1% |
| : | 259294 | 9.1% |
| 9 | 129647 | 4.5% |
| 129647 | 4.5% | |
| 5 | 129647 | 4.5% |
| + | 129647 | 4.5% |
| ObjectId | InvoiceID | InvoiceAmt | DistributionAmt | CheckID | CheckAmt | Budget_Type | Agency_Name | Category | |
|---|---|---|---|---|---|---|---|---|---|
| ObjectId | 1.000 | -0.019 | -0.039 | -0.086 | -0.011 | 0.073 | 0.843 | 0.535 | 0.183 |
| InvoiceID | -0.019 | 1.000 | 0.005 | 0.020 | 0.998 | -0.007 | 0.073 | 0.107 | 0.041 |
| InvoiceAmt | -0.039 | 0.005 | 1.000 | 0.873 | 0.005 | 0.577 | 0.036 | 0.085 | 0.017 |
| DistributionAmt | -0.086 | 0.020 | 0.873 | 1.000 | 0.018 | 0.489 | 0.032 | 0.075 | 0.015 |
| CheckID | -0.011 | 0.998 | 0.005 | 0.018 | 1.000 | -0.004 | 0.051 | 0.063 | 0.035 |
| CheckAmt | 0.073 | -0.007 | 0.577 | 0.489 | -0.004 | 1.000 | 0.122 | 0.083 | 0.101 |
| Budget_Type | 0.843 | 0.073 | 0.036 | 0.032 | 0.051 | 0.122 | 1.000 | 0.590 | 0.271 |
| Agency_Name | 0.535 | 0.107 | 0.085 | 0.075 | 0.063 | 0.083 | 0.590 | 1.000 | 0.381 |
| Category | 0.183 | 0.041 | 0.017 | 0.015 | 0.035 | 0.101 | 0.271 | 0.381 | 1.000 |
| ObjectId | Fiscal_Year | Budget_Type | Agency_Name | Sub_Agency_Name | DepartmentName | Sub_DepartmentName | Category | Sub_Category | Stimulus_Type | Funding_Source | Vendor_Name | InvoiceID | InvoiceDt | InvoiceAmt | DistributionAmt | CheckID | CheckDt | CheckAmt | CheckVoidDt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | BERGER INC | 674183 | 2008/03/19 03:59:59+00 | 2944.6 | 1770.0 | 346014 | 2008/05/07 03:59:59+00 | 2944.6 | 1900/01/01 05:00:00+00 |
| 1 | 2 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | CED INC | 689056 | 2008/05/07 03:59:59+00 | 382.1 | 382.1 | 354266 | 2008/06/11 03:59:59+00 | 282.1 | 1900/01/01 05:00:00+00 |
| 2 | 3 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | DINE COMPANY | 689057 | 2008/06/03 03:59:59+00 | 798.0 | 798.0 | 354195 | 2008/06/11 03:59:59+00 | 1136.3 | 1900/01/01 05:00:00+00 |
| 3 | 4 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | DIVERSIFIED SHEET METAL INC | 689060 | 2008/05/15 03:59:59+00 | 1685.0 | 1685.0 | 354284 | 2008/06/11 03:59:59+00 | 1685.0 | 1900/01/01 05:00:00+00 |
| 4 | 5 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | MARINE INDUSTRIES CORPORATION | 576758 | 2007/04/10 03:59:59+00 | 985.0 | 985.0 | 299111 | 2007/08/15 03:59:59+00 | 985.0 | 1900/01/01 05:00:00+00 |
| 5 | 6 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | QUANTROL INC | 576807 | 2007/07/16 03:59:59+00 | 3221.3 | 2225.0 | 300614 | 2007/08/23 03:59:59+00 | 3221.3 | 1900/01/01 05:00:00+00 |
| 6 | 7 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | STANLEY SCHULTZE & CO INC | 674182 | 2008/04/14 03:59:59+00 | 455.0 | 455.0 | 345928 | 2008/05/07 03:59:59+00 | 455.0 | 1900/01/01 05:00:00+00 |
| 7 | 8 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | TECHNICAL SERVICE CORPORATION | 689059 | 2008/05/05 03:59:59+00 | 2000.0 | 2000.0 | 354286 | 2008/06/11 03:59:59+00 | 2000.0 | 1900/01/01 05:00:00+00 |
| 8 | 9 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | VITTITOW REFRIGERATION INC. | 689033 | 2008/05/20 03:59:59+00 | 2925.0 | 2925.0 | 355046 | 2008/06/16 03:59:59+00 | 2925.0 | 1900/01/01 05:00:00+00 |
| 9 | 10 | 2008 | Metro Government Capital | Waterfront Development Corp | Belle Capital Improvements | NaN | NaN | Contractual Services | Payments to Contractors | NaN | Capital Project Fund | W M LUMBER AND WOOD PRODUCTS INC | 695636 | 2008/06/10 03:59:59+00 | 4690.0 | 3777.9 | 357641 | 2008/06/30 03:59:59+00 | 4690.0 | 1900/01/01 05:00:00+00 |
| ObjectId | Fiscal_Year | Budget_Type | Agency_Name | Sub_Agency_Name | DepartmentName | Sub_DepartmentName | Category | Sub_Category | Stimulus_Type | Funding_Source | Vendor_Name | InvoiceID | InvoiceDt | InvoiceAmt | DistributionAmt | CheckID | CheckDt | CheckAmt | CheckVoidDt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 129637 | 129638 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YMCA OF GREATER LOUISVILLE INC | 603829 | 2007/09/06 03:59:59+00 | 13460.0 | 13460.0 | 309208 | 2007/10/12 03:59:59+00 | 13460.0 | 1900/01/01 05:00:00+00 |
| 129638 | 129639 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YMCA OF GREATER LOUISVILLE INC | 649179 | 2008/02/01 05:00:00+00 | 13700.0 | 13700.0 | 332797 | 2008/02/14 05:00:00+00 | 13700.0 | 1900/01/01 05:00:00+00 |
| 129639 | 129640 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUNG ADULT DEVELOPMENT IN ACTION INC | 627590 | 2007/11/14 05:00:00+00 | 14650.0 | 14650.0 | 321898 | 2007/12/11 05:00:00+00 | 14650.0 | 1900/01/01 05:00:00+00 |
| 129640 | 129641 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUNG ADULT DEVELOPMENT IN ACTION INC | 651192 | 2008/02/14 05:00:00+00 | 14650.0 | 14650.0 | 333988 | 2008/02/21 05:00:00+00 | 14650.0 | 1900/01/01 05:00:00+00 |
| 129641 | 129642 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUNG ADULT DEVELOPMENT IN ACTION INC | 593688 | 2007/09/10 03:59:59+00 | 14600.0 | 14600.0 | 304151 | 2007/09/13 03:59:59+00 | 14600.0 | 1900/01/01 05:00:00+00 |
| 129642 | 129643 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUNG ADULT DEVELOPMENT IN ACTION INC | 675129 | 2008/04/28 03:59:59+00 | 14650.0 | 14650.0 | 345537 | 2008/05/05 03:59:59+00 | 14650.0 | 1900/01/01 05:00:00+00 |
| 129643 | 129644 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUTH ALIVE INC | 587006 | 2007/08/21 03:59:59+00 | 5875.0 | 5875.0 | 301218 | 2007/08/27 03:59:59+00 | 5875.0 | 1900/01/01 05:00:00+00 |
| 129644 | 129645 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUTH ALIVE INC | 622848 | 2007/10/19 03:59:59+00 | 5755.0 | 5755.0 | 319685 | 2007/11/29 05:00:00+00 | 5755.0 | 1900/01/01 05:00:00+00 |
| 129645 | 129646 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUTH ALIVE INC | 649177 | 2008/02/01 05:00:00+00 | 5875.0 | 5875.0 | 332829 | 2008/02/14 05:00:00+00 | 5875.0 | 1900/01/01 05:00:00+00 |
| 129646 | 129647 | 2008 | Metro Government Operations | Neighborhoods Department | Youth Development | Youth External Fund | NaN | Contractual Services | External Agency Contractual Services | NaN | General Fund | YOUTH ALIVE INC | 679330 | 2008/05/12 03:59:59+00 | 5875.0 | 5875.0 | 347644 | 2008/05/16 03:59:59+00 | 5875.0 | 1900/01/01 05:00:00+00 |